Curating User Galleries in Europeana using Topic Modeling Technology

Medina Andresel; Sergiu Gordea; Srdjan Stevanetic

doi:10.1145/3594806.3596524

Curating User Galleries in Europeana using Topic Modeling Technology

Medina Andresel, Sergiu Gordea (Speaker), Srdjan Stevanetic

Data Science & Artifical Intelligence

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

Abstract

Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

Original language	English
Title of host publication	PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments
Pages	243-244
Number of pages	2
DOIs	https://doi.org/10.1145/3594806.3596524
Publication status	Published - Jul 2023
Event	PErvasive Technologies Related to Assistive Environments - Corfu, Greece Duration: 5 Jul 2023 → 7 Jul 2023 http://www.petrae.org/

Conference

Conference	PErvasive Technologies Related to Assistive Environments
Abbreviated title	PETRA '23
Country/Territory	Greece
City	Corfu
Period	5/07/23 → 7/07/23
Internet address	http://www.petrae.org/

Research Field

Former Research Field - Data Science

Keywords

Europeana
Topic Modeling
Content Curation
Machine Learning
Historical document enrichment
Transcribathon

Access to Document

10.1145/3594806.3596524

Cite this

@inproceedings{2e8f9c5c29c44e7e969eb87eb48e995d,

title = "Curating User Galleries in Europeana using Topic Modeling Technology",

abstract = "Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.",

keywords = "Europeana, Topic Modeling, Content Curation, Machine Learning, Historical document enrichment, Transcribathon",

author = "Medina Andresel and Sergiu Gordea and Srdjan Stevanetic",

year = "2023",

month = jul,

doi = "10.1145/3594806.3596524",

language = "English",

isbn = "979-8-4007-0069-9",

pages = "243--244",

booktitle = "PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments",

note = "PErvasive Technologies Related to Assistive Environments, PETRA '23 ; Conference date: 05-07-2023 Through 07-07-2023",

url = "http://www.petrae.org/",

}

Andresel, M , Gordea, S & Stevanetic, S 2023, Curating User Galleries in Europeana using Topic Modeling Technology. in PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments. pp. 243-244, PErvasive Technologies Related to Assistive Environments, Corfu, Greece, 5/07/23. https://doi.org/10.1145/3594806.3596524

Curating User Galleries in Europeana using Topic Modeling Technology. / Andresel, Medina ; Gordea, Sergiu (Speaker); Stevanetic, Srdjan.
PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments. 2023. p. 243-244.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Oral Presentation › peer-review

TY - GEN

T1 - Curating User Galleries in Europeana using Topic Modeling Technology

AU - Andresel, Medina

AU - Stevanetic, Srdjan

A2 - Gordea, Sergiu

PY - 2023/7

Y1 - 2023/7

N2 - Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

AB - Europeana is the largest cultural heritage (CH) digital platform in Europe supporting the digitization, access and reuse of cultural documents. Transcribathon is a tool that enables users to transcribe documents available in Europeana, however the engagement of users is depending on the thematic aggregation of content, e.g., memorabilia from First World War. We showcase that AI techniques such as topic modeling solutions, are a viable option to automatize the curation process of CH materials in Europeana.

KW - Europeana

KW - Topic Modeling

KW - Content Curation

KW - Machine Learning

KW - Historical document enrichment

KW - Transcribathon

U2 - 10.1145/3594806.3596524

DO - 10.1145/3594806.3596524

M3 - Conference Proceedings with Oral Presentation

SN - 979-8-4007-0069-9

SP - 243

EP - 244

BT - PETRA 2023: Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments

T2 - PErvasive Technologies Related to Assistive Environments

Y2 - 5 July 2023 through 7 July 2023

ER -

Curating User Galleries in Europeana using Topic Modeling Technology

Abstract

Conference

Research Field

Keywords

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